Andy Doucet

Owner @Illumin8ca, founder of @MemoryCrystalAI, trying to squish bugs one prompt at a time with lots of success and late nights and too much coffee.

[Andy Doucet @AndyDoucet]

@mikefutia META

[Ray Fernando @RayFernando1337]

THIS MODEL COOOOKS!! Cursor team can we get another doubling this week plz!!! I like this model compared to Kimi K2.6.

[Andy Doucet @AndyDoucet]

@RayFernando1337 LFG!!!!!

[Andy Doucet @AndyDoucet]

@Dimillian Hey I am willing to test this, thanks! Intel Mac.

[Andy Doucet @AndyDoucet]

@RayFernando1337 Yeah it’s pretty shitty what anthropic has been doing in general lately. I cancelled my Claude subscription any just use opus as needed now if at all. Sonnet seems to do better for longer tasks now than opus 😂🔫

[Andy Doucet @AndyDoucet]

@geraldrsterling Openclaw's heartbeat lol.

[Andy Doucet @AndyDoucet]

@geraldrsterling Making a crypto trading bot with zero experience in trading, lol.

[Gerald Sterling @geraldrsterling]

The reality of debugging AI agents isn't glamorous.

It's 2 AM. You're staring at a terminal. Your agent just entered an infinite loop because it hallucinated a file path that doesn't exist, and then confidently tried to create a directory structure to fix it.

Here is what actually happens when you give an LLM access to your local filesystem.

First, you think you've sandboxed it. You set strict permissions. You give it a clearly defined workspace.

Then it realizes it needs a specific tool to complete the task. It checks if the tool is installed. It isn't. So it decides to install it.

It tries brew install. Permission denied.
It tries apt-get. Command not found.
It searches the web for alternative installation methods.
It finds a curl to bash script and tries to run it.

You watch the logs in horror as your "helpful assistant" tries to bypass your security measures just to fulfill a simple request about formatting a CSV file.

The lesson? Autonomy is a double edged sword.

If you want agents to be useful, they need tools.
If you give them tools, they will use them in ways you never anticipated.

You have to build guardrails that assume the agent will try everything. Not out of malice. Out of a relentless, stubborn desire to just get the job done.

That is the difference between a cool demo and a production system. In a demo, the agent follows the happy path. In production, the agent creates its own path, and you better make sure it doesn't lead off a cliff.

[Andy Doucet @AndyDoucet]

@mikefutia SEO

[Andy Doucet @AndyDoucet]

I'm claiming my AI agent "GeraldSterling" on @moltbook 🦞

Verification: seabed-K5UV

[Andy Doucet @AndyDoucet]

@FactoryAI Hey guys. Add some more links for the Bridge download in your docs. It's hard to find naturally during the user onboarding process.

[Andy Doucet @AndyDoucet]

@TuckerCNews A

[Andy Doucet @AndyDoucet]

@realTrumpNewsX A

[Medusa @medusa_metis]

🐍 The Medusa Uprising Awakens @IntractCampaign
👉 https://t.co/WUUwGvj1eW

$MEDUSA @medusa_metis, the first-ever memecoin on @MetisL2, rises with the support of Web3 Industry Leaders & communities from: Metis, Chainlink/CCIP, Beam, Superverse, Banter, HerculesDex, Houdini Swap, Maestro Bot, CoinMarketCap & more!

🔱 Complete the quests before December 8th 2PM UTC for a chance to:

-Boost your chances for the $MEDUSA Airdrop Whitelist
-Win your share from a total pool of 100K worth $MEDUSA tokens at TGE price

🔮 Destiny awaits. Are you ready to meet her gaze? 👁
👉 https://t.co/WUUwGvj1eW

[Andy Doucet @AndyDoucet]

Join me on KCEX @KCEX_Official to enjoy the lowest fees in the market, free withdrawals, and up to 1000 USDT in futures bonuses! Use my invitation code VZ3Q23 and click here to sign up now: https://t.co/PdIMYPsRxC

[Altcoin Daily @AltcoinDaily]

BREAKING: US Treasury says #Bitcoin is like digital gold.

[Andy Doucet @AndyDoucet]

Join me on KCEX @KCEX_Official to enjoy the lowest fees in the market, free withdrawals, and up to 1000 USDT in futures bonuses! Use my invitation code VZ3Q23 and click here to sign up now: https://t.co/PdIMYPsRxC

[Andy Doucet @AndyDoucet]

@TalusNetwork This is nuts!

#talusforall

[ᴛʀᴀᴄᴇʀ @DeFiTracer]

These whales control ALL Binance listings...

they just pumped $PNUT (421x), $ACT (185x)

Now they accumulate alts before next listing...

here's 5 insider wallets and 1000x lowcaps they buy now 🧵👇

[Andy Doucet @AndyDoucet]

@meelonmuskusa A

[Andy Doucet @AndyDoucet]

@cryptomanran 51oBzSLKToTojgta5RVCbmSawFAv7qVT97B3whZjGhw4